Overview

Dataset statistics

Number of variables	21
Number of observations	9551
Missing cells	9
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.5 MiB
Average record size in memory	168.0 B

Variable types

Numeric	7
Text	6
Categorical	4
Boolean	4

Alerts

`Switch to order menu` has constant value "False"	Constant
`Aggregate rating` is highly overall correlated with `Rating color` and 2 other fields	High correlation
`Country Code` is highly overall correlated with `Currency`	High correlation
`Currency` is highly overall correlated with `Country Code` and 2 other fields	High correlation
`Has Table booking` is highly overall correlated with `Price range`	High correlation
`Latitude` is highly overall correlated with `Currency`	High correlation
`Longitude` is highly overall correlated with `Currency`	High correlation
`Price range` is highly overall correlated with `Has Table booking`	High correlation
`Rating color` is highly overall correlated with `Aggregate rating` and 1 other fields	High correlation
`Rating text` is highly overall correlated with `Aggregate rating` and 1 other fields	High correlation
`Votes` is highly overall correlated with `Aggregate rating`	High correlation
`Currency` is highly imbalanced (81.0%)	Imbalance
`Is delivering now` is highly imbalanced (96.6%)	Imbalance
`Average Cost for two` is highly skewed (γ1 = 35.4779149)	Skewed
`Restaurant ID` has unique values	Unique
`Longitude` has 498 (5.2%) zeros	Zeros
`Latitude` has 498 (5.2%) zeros	Zeros
`Aggregate rating` has 2148 (22.5%) zeros	Zeros
`Votes` has 1094 (11.5%) zeros	Zeros

Reproduction

Analysis started	2026-02-13 14:32:49.494591
Analysis finished	2026-02-13 14:32:55.506544
Duration	6.01 seconds
Software version	ydata-profiling vv4.18.1
Download configuration	config.json

Restaurant ID
Real number (ℝ)

Unique

Distinct	9551
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9051128.3

Minimum	53
Maximum	18500652
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	74.7 KiB

Quantile statistics

Minimum	53
5-th percentile	2199.5
Q1	301962.5
median	6004089
Q3	18352292
95-th percentile	18458642
Maximum	18500652
Range	18500599
Interquartile range (IQR)	18050329

Descriptive statistics

Standard deviation	8791521.3
Coefficient of variation (CV)	0.97131771
Kurtosis	-1.9509964
Mean	9051128.3
Median Absolute Deviation (MAD)	6003111
Skewness	0.061569976
Sum	8.6447327 × 10¹⁰
Variance	7.7290846 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6317637	1	< 0.1%
18254520	1	< 0.1%
18462589	1	< 0.1%
18336474	1	< 0.1%
18336477	1	< 0.1%
18382047	1	< 0.1%
18441566	1	< 0.1%
18441669	1	< 0.1%
18396358	1	< 0.1%
6248	1	< 0.1%
Other values (9541)	9541	99.9%

Value	Count	Frequency (%)
53	1	< 0.1%
55	1	< 0.1%
60	1	< 0.1%
64	1	< 0.1%
65	1	< 0.1%
66	1	< 0.1%
67	1	< 0.1%
69	1	< 0.1%
73	1	< 0.1%
89	1	< 0.1%

Value	Count	Frequency (%)
18500652	1	< 0.1%
18500639	1	< 0.1%
18500628	1	< 0.1%
18500618	1	< 0.1%
18499493	1	< 0.1%
18499482	1	< 0.1%
18499475	1	< 0.1%
18499474	1	< 0.1%
18499472	1	< 0.1%
18499471	1	< 0.1%

Restaurant Name
Text

Distinct	7446
Distinct (%)	78.0%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

Length

Max length	54
Median length	46
Mean length	15.166579
Min length	2

Characters and Unicode

Total characters	144856
Distinct characters	110
Distinct categories	15 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6712 ?
Unique (%)	70.3%

Sample

1st row	Le Petit Souffle
2nd row	Izakaya Kikufuji
3rd row	Heat - Edsa Shangri-La
4th row	Ooma
5th row	Sambo Kojin

Value	Count	Frequency (%)
	931	3.8%
the	780	3.2%
cafe	615	2.5%
restaurant	455	1.9%
food	391	1.6%
corner	294	1.2%
pizza	240	1.0%
sweets	232	0.9%
kitchen	224	0.9%
bar	208	0.8%
Other values (5989)	20178	82.2%

Most occurring characters

Value	Count	Frequency (%)
a	15445	10.7%
	15015	10.4%
e	11821	8.2%
i	8195	5.7%
r	7362	5.1%
n	7307	5.0%
o	7285	5.0%
t	5928	4.1%
s	5882	4.1%
h	5418	3.7%
Other values (100)	55198	38.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	102845	71.0%
Uppercase Letter	23983	16.6%
Space Separator	15015	10.4%
Other Punctuation	1784	1.2%
Dash Punctuation	623	0.4%
Decimal Number	449	0.3%
Other Symbol	54	< 0.1%
Connector Punctuation	38	< 0.1%
Control	26	< 0.1%
Math Symbol	17	< 0.1%
Other values (5)	22	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	15445	15.0%
e	11821	11.5%
i	8195	8.0%
r	7362	7.2%
n	7307	7.1%
o	7285	7.1%
t	5928	5.8%
s	5882	5.7%
h	5418	5.3%
l	4360	4.2%
Other values (24)	23842	23.2%

Uppercase Letter

Value	Count	Frequency (%)
C	3395	14.2%
B	2253	9.4%
S	2193	9.1%
T	1685	7.0%
P	1450	6.0%
D	1442	6.0%
R	1294	5.4%
M	1274	5.3%
F	1208	5.0%
K	1157	4.8%
Other values (21)	6632	27.7%

Other Punctuation

Value	Count	Frequency (%)
'	1033	57.9%
&	487	27.3%
.	159	8.9%
!	52	2.9%
,	20	1.1%
@	11	0.6%
#	7	0.4%
:	6	0.3%
/	6	0.3%
"	2	0.1%

Decimal Number

Value	Count	Frequency (%)
2	81	18.0%
1	79	17.6%
4	59	13.1%
3	49	10.9%
6	45	10.0%
7	36	8.0%
9	33	7.3%
5	29	6.5%
0	21	4.7%
8	17	3.8%

Control

Value	Count	Frequency (%)
	9	34.6%
	7	26.9%
	2	7.7%
	2	7.7%
	2	7.7%
	1	3.8%
	1	3.8%
	1	3.8%
	1	3.8%

Currency Symbol

Value	Count	Frequency (%)
$	3	50.0%
¢	2	33.3%
£	1	16.7%

Math Symbol

Value	Count	Frequency (%)
±	11	64.7%
+	6	35.3%

Open Punctuation

Value	Count	Frequency (%)
(	5	83.3%
{	1	16.7%

Close Punctuation

Value	Count	Frequency (%)
)	5	83.3%
}	1	16.7%

Space Separator

Value	Count	Frequency (%)
	15015	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	623	100.0%

Other Symbol

Value	Count	Frequency (%)
©	54	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	38	100.0%

Final Punctuation

Value	Count	Frequency (%)
»	3	100.0%

Initial Punctuation

Value	Count	Frequency (%)
«	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	126828	87.6%
Common	18028	12.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	15445	12.2%
e	11821	9.3%
i	8195	6.5%
r	7362	5.8%
n	7307	5.8%
o	7285	5.7%
t	5928	4.7%
s	5882	4.6%
h	5418	4.3%
l	4360	3.4%
Other values (55)	47825	37.7%

Common

Value	Count	Frequency (%)
	15015	83.3%
'	1033	5.7%
-	623	3.5%
&	487	2.7%
.	159	0.9%
2	81	0.4%
1	79	0.4%
4	59	0.3%
©	54	0.3%
!	52	0.3%
Other values (35)	386	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	144614	99.8%
None	242	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	15445	10.7%
	15015	10.4%
e	11821	8.2%
i	8195	5.7%
r	7362	5.1%
n	7307	5.1%
o	7285	5.0%
t	5928	4.1%
s	5882	4.1%
h	5418	3.7%
Other values (72)	54956	38.0%

None

Value	Count	Frequency (%)
í	89	36.8%
©	54	22.3%
Û	17	7.0%
ô	12	5.0%
±	11	4.5%
	9	3.7%
	7	2.9%
ç	5	2.1%
ó	5	2.1%
ä	4	1.7%
Other values (18)	29	12.0%

Country Code
Real number (ℝ)

High correlation

Distinct	15
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.365616

Minimum	1
Maximum	216
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	74.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	215
Maximum	216
Range	215
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	56.750546
Coefficient of variation (CV)	3.0900431
Kurtosis	7.3925784
Mean	18.365616
Median Absolute Deviation (MAD)	0
Skewness	3.0439653
Sum	175410
Variance	3220.6244
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
1	8652	90.6%
216	434	4.5%
215	80	0.8%
30	60	0.6%
214	60	0.6%
189	60	0.6%
148	40	0.4%
208	34	0.4%
14	24	0.3%
162	22	0.2%
Other values (5)	85	0.9%

Value	Count	Frequency (%)
1	8652	90.6%
14	24	0.3%
30	60	0.6%
37	4	< 0.1%
94	21	0.2%
148	40	0.4%
162	22	0.2%
166	20	0.2%
184	20	0.2%
189	60	0.6%

Value	Count	Frequency (%)
216	434	4.5%
215	80	0.8%
214	60	0.6%
208	34	0.4%
191	20	0.2%
189	60	0.6%
184	20	0.2%
166	20	0.2%
162	22	0.2%
148	40	0.4%

City
Text

Distinct	141
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

Length

Max length	22
Median length	9
Mean length	8.1586221
Min length	3

Characters and Unicode

Total characters	77923
Distinct characters	57
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	46 ?
Unique (%)	0.5%

Sample

1st row	Makati City
2nd row	Makati City
3rd row	Mandaluyong City
4th row	Mandaluyong City
5th row	Mandaluyong City

Value	Count	Frequency (%)
new	5473	35.7%
delhi	5473	35.7%
gurgaon	1118	7.3%
noida	1080	7.0%
faridabad	251	1.6%
city	82	0.5%
ghaziabad	25	0.2%
lucknow	21	0.1%
bay	21	0.1%
guwahati	21	0.1%
Other values (155)	1759	11.5%

Most occurring characters

Value	Count	Frequency (%)
e	11659	15.0%
i	7587	9.7%
N	6593	8.5%
h	5997	7.7%
l	5979	7.7%
	5773	7.4%
D	5634	7.2%
w	5598	7.2%
a	4948	6.3%
o	3096	4.0%
Other values (47)	15059	19.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	56770	72.9%
Uppercase Letter	15319	19.7%
Space Separator	5773	7.4%
Other Punctuation	20	< 0.1%
Currency Symbol	20	< 0.1%
Connector Punctuation	20	< 0.1%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	11659	20.5%
i	7587	13.4%
h	5997	10.6%
l	5979	10.5%
w	5598	9.9%
a	4948	8.7%
o	3096	5.5%
r	2126	3.7%
d	2052	3.6%
n	2016	3.6%
Other values (17)	5712	10.1%

Uppercase Letter

Value	Count	Frequency (%)
N	6593	43.0%
D	5634	36.8%
G	1204	7.9%
F	254	1.7%
C	226	1.5%
A	223	1.5%
P	153	1.0%
B	150	1.0%
S	140	0.9%
M	135	0.9%
Other values (15)	607	4.0%

Space Separator

Value	Count	Frequency (%)
	5773	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	20	100.0%

Currency Symbol

Value	Count	Frequency (%)
£	20	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	20	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	72089	92.5%
Common	5834	7.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	11659	16.2%
i	7587	10.5%
N	6593	9.1%
h	5997	8.3%
l	5979	8.3%
D	5634	7.8%
w	5598	7.8%
a	4948	6.9%
o	3096	4.3%
r	2126	2.9%
Other values (42)	12872	17.9%

Common

Value	Count	Frequency (%)
	5773	99.0%
/	20	0.3%
£	20	0.3%
_	20	0.3%
-	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	77835	99.9%
None	88	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	11659	15.0%
i	7587	9.7%
N	6593	8.5%
h	5997	7.7%
l	5979	7.7%
	5773	7.4%
D	5634	7.2%
w	5598	7.2%
a	4948	6.4%
o	3096	4.0%
Other values (43)	14971	19.2%

None

Value	Count	Frequency (%)
í	40	45.5%
£	20	22.7%
Û	14	15.9%
Á	14	15.9%

Address
Text

Distinct	8918
Distinct (%)	93.4%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

Length

Max length	132
Median length	102
Mean length	53.541828
Min length	13

Characters and Unicode

Total characters	511378
Distinct characters	90
Distinct categories	13 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8541 ?
Unique (%)	89.4%

Sample

1st row	Third Floor, Century City Mall, Kalayaan Avenue, Poblacion, Makati City
2nd row	Little Tokyo, 2277 Chino Roces Avenue, Legaspi Village, Makati City
3rd row	Edsa Shangri-La, 1 Garden Way, Ortigas, Mandaluyong City
4th row	Third Floor, Mega Fashion Hall, SM Megamall, Ortigas, Mandaluyong City
5th row	Third Floor, Mega Atrium, SM Megamall, Ortigas, Mandaluyong City

Value	Count	Frequency (%)
new	5737	6.9%
delhi	5628	6.7%
sector	2092	2.5%
road	1956	2.3%
nagar	1804	2.2%
market	1734	2.1%
near	1681	2.0%
floor	1340	1.6%
gurgaon	1165	1.4%
noida	1146	1.4%
Other values (9054)	59200	70.9%

Most occurring characters

Value	Count	Frequency (%)
	74018	14.5%
a	45036	8.8%
e	33224	6.5%
,	31658	6.2%
r	26155	5.1%
o	23614	4.6%
i	22676	4.4%
l	19476	3.8%
h	16369	3.2%
n	16158	3.2%
Other values (80)	202994	39.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	293609	57.4%
Uppercase Letter	79301	15.5%
Space Separator	74018	14.5%
Other Punctuation	33556	6.6%
Decimal Number	27508	5.4%
Dash Punctuation	2884	0.6%
Open Punctuation	154	< 0.1%
Close Punctuation	154	< 0.1%
Control	67	< 0.1%
Connector Punctuation	62	< 0.1%
Other values (3)	65	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	45036	15.3%
e	33224	11.3%
r	26155	8.9%
o	23614	8.0%
i	22676	7.7%
l	19476	6.6%
h	16369	5.6%
n	16158	5.5%
t	15998	5.4%
d	10270	3.5%
Other values (21)	64633	22.0%

Uppercase Letter

Value	Count	Frequency (%)
N	11717	14.8%
D	8344	10.5%
S	7927	10.0%
M	6408	8.1%
C	5374	6.8%
G	4940	6.2%
P	4243	5.4%
A	3971	5.0%
B	3760	4.7%
R	3416	4.3%
Other values (19)	19201	24.2%

Decimal Number

Value	Count	Frequency (%)
1	6551	23.8%
2	4191	15.2%
3	3419	12.4%
4	2355	8.6%
5	2324	8.4%
0	2157	7.8%
6	1855	6.7%
7	1686	6.1%
8	1629	5.9%
9	1341	4.9%

Other Punctuation

Value	Count	Frequency (%)
,	31658	94.3%
/	1274	3.8%
.	301	0.9%
&	278	0.8%
'	39	0.1%
#	6	< 0.1%

Control

Value	Count	Frequency (%)
	35	52.2%
	19	28.4%
	6	9.0%
	6	9.0%
	1	1.5%

Currency Symbol

Value	Count	Frequency (%)
£	29	93.5%
¢	2	6.5%

Space Separator

Value	Count	Frequency (%)
	74018	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2884	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	154	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	154	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	62	100.0%

Math Symbol

Value	Count	Frequency (%)
±	26	100.0%

Other Symbol

Value	Count	Frequency (%)
©	8	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	372910	72.9%
Common	138468	27.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	45036	12.1%
e	33224	8.9%
r	26155	7.0%
o	23614	6.3%
i	22676	6.1%
l	19476	5.2%
h	16369	4.4%
n	16158	4.3%
t	15998	4.3%
N	11717	3.1%
Other values (50)	142487	38.2%

Common

Value	Count	Frequency (%)
	74018	53.5%
,	31658	22.9%
1	6551	4.7%
2	4191	3.0%
3	3419	2.5%
-	2884	2.1%
4	2355	1.7%
5	2324	1.7%
0	2157	1.6%
6	1855	1.3%
Other values (20)	7056	5.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	510992	99.9%
None	386	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	74018	14.5%
a	45036	8.8%
e	33224	6.5%
,	31658	6.2%
r	26155	5.1%
o	23614	4.6%
i	22676	4.4%
l	19476	3.8%
h	16369	3.2%
n	16158	3.2%
Other values (64)	202608	39.6%

None

Value	Count	Frequency (%)
í	132	34.2%
Û	54	14.0%
ô	43	11.1%
	35	9.1%
£	29	7.5%
±	26	6.7%
	19	4.9%
Á	17	4.4%
©	8	2.1%
	6	1.6%
Other values (6)	17	4.4%

Locality
Text

Distinct	1208
Distinct (%)	12.6%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

Length

Max length	51
Median length	45
Mean length	14.014868
Min length	3

Characters and Unicode

Total characters	133856
Distinct characters	84
Distinct categories	12 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	551 ?
Unique (%)	5.8%

Sample

1st row	Century City Mall, Poblacion, Makati City
2nd row	Little Tokyo, Legaspi Village, Makati City
3rd row	Edsa Shangri-La, Ortigas, Mandaluyong City
4th row	SM Megamall, Ortigas, Mandaluyong City
5th row	SM Megamall, Ortigas, Mandaluyong City

Value	Count	Frequency (%)
sector	1627	7.2%
nagar	1190	5.3%
vihar	613	2.7%
mall	588	2.6%
road	488	2.2%
phase	463	2.0%
dlf	382	1.7%
1	368	1.6%
place	314	1.4%
colony	266	1.2%
Other values (1390)	16292	72.1%

Most occurring characters

Value	Count	Frequency (%)
a	17914	13.4%
	13084	9.8%
r	9236	6.9%
e	7915	5.9%
i	6287	4.7%
o	6275	4.7%
t	5667	4.2%
n	5554	4.1%
l	5109	3.8%
h	4677	3.5%
Other values (74)	52138	39.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	92730	69.3%
Uppercase Letter	21770	16.3%
Space Separator	13084	9.8%
Decimal Number	4179	3.1%
Other Punctuation	1684	1.3%
Close Punctuation	140	0.1%
Open Punctuation	140	0.1%
Dash Punctuation	78	0.1%
Connector Punctuation	24	< 0.1%
Control	14	< 0.1%
Other values (2)	13	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	17914	19.3%
r	9236	10.0%
e	7915	8.5%
i	6287	6.8%
o	6275	6.8%
t	5667	6.1%
n	5554	6.0%
l	5109	5.5%
h	4677	5.0%
u	3025	3.3%
Other values (20)	21071	22.7%

Uppercase Letter

Value	Count	Frequency (%)
S	3165	14.5%
P	1946	8.9%
N	1845	8.5%
M	1789	8.2%
C	1667	7.7%
G	1359	6.2%
K	1213	5.6%
V	1141	5.2%
R	992	4.6%
D	922	4.2%
Other values (18)	5731	26.3%

Decimal Number

Value	Count	Frequency (%)
1	1136	27.2%
2	772	18.5%
3	566	13.5%
5	386	9.2%
4	334	8.0%
6	250	6.0%
8	236	5.6%
7	218	5.2%
9	141	3.4%
0	140	3.4%

Other Punctuation

Value	Count	Frequency (%)
,	1638	97.3%
&	18	1.1%
'	10	0.6%
.	10	0.6%
/	6	0.4%
:	2	0.1%

Control

Value	Count	Frequency (%)
	11	78.6%
	3	21.4%

Currency Symbol

Value	Count	Frequency (%)
£	3	75.0%
¢	1	25.0%

Space Separator

Value	Count	Frequency (%)
	13084	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	140	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	140	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	78	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	24	100.0%

Math Symbol

Value	Count	Frequency (%)
±	9	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	114500	85.5%
Common	19356	14.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	17914	15.6%
r	9236	8.1%
e	7915	6.9%
i	6287	5.5%
o	6275	5.5%
t	5667	4.9%
n	5554	4.9%
l	5109	4.5%
h	4677	4.1%
S	3165	2.8%
Other values (48)	42701	37.3%

Common

Value	Count	Frequency (%)
	13084	67.6%
,	1638	8.5%
1	1136	5.9%
2	772	4.0%
3	566	2.9%
5	386	2.0%
4	334	1.7%
6	250	1.3%
8	236	1.2%
7	218	1.1%
Other values (16)	736	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133764	99.9%
None	92	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	17914	13.4%
	13084	9.8%
r	9236	6.9%
e	7915	5.9%
i	6287	4.7%
o	6275	4.7%
t	5667	4.2%
n	5554	4.2%
l	5109	3.8%
h	4677	3.5%
Other values (63)	52046	38.9%

None

Value	Count	Frequency (%)
í	40	43.5%
	11	12.0%
Û	10	10.9%
±	9	9.8%
ô	9	9.8%
£	3	3.3%
	3	3.3%
ì	2	2.2%
Ç	2	2.2%
ç	2	2.2%

Locality Verbose
Text

Distinct	1265
Distinct (%)	13.2%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

Length

Max length	64
Median length	56
Mean length	24.170139
Min length	7

Characters and Unicode

Total characters	230849
Distinct characters	85
Distinct categories	12 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	566 ?
Unique (%)	5.9%

Sample

1st row	Century City Mall, Poblacion, Makati City, Makati City
2nd row	Little Tokyo, Legaspi Village, Makati City, Makati City
3rd row	Edsa Shangri-La, Ortigas, Mandaluyong City, Mandaluyong City
4th row	SM Megamall, Ortigas, Mandaluyong City, Mandaluyong City
5th row	SM Megamall, Ortigas, Mandaluyong City, Mandaluyong City

Value	Count	Frequency (%)
new	5580	14.7%
delhi	5578	14.7%
sector	1627	4.3%
noida	1246	3.3%
gurgaon	1202	3.2%
nagar	1190	3.1%
vihar	613	1.6%
mall	588	1.6%
road	488	1.3%
phase	463	1.2%
Other values (1449)	19343	51.0%

Most occurring characters

Value	Count	Frequency (%)
	28404	12.3%
a	22862	9.9%
e	19574	8.5%
i	13874	6.0%
r	11362	4.9%
,	11185	4.8%
l	11088	4.8%
h	10674	4.6%
o	9363	4.1%
N	8438	3.7%
Other values (75)	84025	36.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	149480	64.8%
Uppercase Letter	37085	16.1%
Space Separator	28404	12.3%
Other Punctuation	11251	4.9%
Decimal Number	4179	1.8%
Close Punctuation	140	0.1%
Open Punctuation	140	0.1%
Dash Punctuation	79	< 0.1%
Connector Punctuation	44	< 0.1%
Currency Symbol	24	< 0.1%
Other values (2)	23	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	22862	15.3%
e	19574	13.1%
i	13874	9.3%
r	11362	7.6%
l	11088	7.4%
h	10674	7.1%
o	9363	6.3%
n	7562	5.1%
w	6205	4.2%
t	6159	4.1%
Other values (20)	30757	20.6%

Uppercase Letter

Value	Count	Frequency (%)
N	8438	22.8%
D	6556	17.7%
S	3305	8.9%
G	2563	6.9%
P	2099	5.7%
M	1924	5.2%
C	1893	5.1%
K	1274	3.4%
V	1224	3.3%
R	1075	2.9%
Other values (19)	6734	18.2%

Decimal Number

Value	Count	Frequency (%)
1	1136	27.2%
2	772	18.5%
3	566	13.5%
5	386	9.2%
4	334	8.0%
6	250	6.0%
8	236	5.6%
7	218	5.2%
9	141	3.4%
0	140	3.4%

Other Punctuation

Value	Count	Frequency (%)
,	11185	99.4%
/	26	0.2%
&	18	0.2%
'	10	0.1%
.	10	0.1%
:	2	< 0.1%

Currency Symbol

Value	Count	Frequency (%)
£	23	95.8%
¢	1	4.2%

Control

Value	Count	Frequency (%)
	11	78.6%
	3	21.4%

Space Separator

Value	Count	Frequency (%)
	28404	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	140	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	140	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	79	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	44	100.0%

Math Symbol

Value	Count	Frequency (%)
±	9	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	186565	80.8%
Common	44284	19.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	22862	12.3%
e	19574	10.5%
i	13874	7.4%
r	11362	6.1%
l	11088	5.9%
h	10674	5.7%
o	9363	5.0%
N	8438	4.5%
n	7562	4.1%
D	6556	3.5%
Other values (49)	65212	35.0%

Common

Value	Count	Frequency (%)
	28404	64.1%
,	11185	25.3%
1	1136	2.6%
2	772	1.7%
3	566	1.3%
5	386	0.9%
4	334	0.8%
6	250	0.6%
8	236	0.5%
7	218	0.5%
Other values (16)	797	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	230669	99.9%
None	180	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	28404	12.3%
a	22862	9.9%
e	19574	8.5%
i	13874	6.0%
r	11362	4.9%
,	11185	4.8%
l	11088	4.8%
h	10674	4.6%
o	9363	4.1%
N	8438	3.7%
Other values (63)	83845	36.3%

None

Value	Count	Frequency (%)
í	80	44.4%
Û	24	13.3%
£	23	12.8%
Á	14	7.8%
	11	6.1%
ô	9	5.0%
±	9	5.0%
	3	1.7%
ì	2	1.1%
Ç	2	1.1%
Other values (2)	3	1.7%

Longitude
Real number (ℝ)

High correlation Zeros

Distinct	8120
Distinct (%)	85.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	64.126574

Minimum	-157.94849
Maximum	174.83209
Zeros	498
Zeros (%)	5.2%
Negative	578
Negative (%)	6.1%
Memory size	74.7 KiB

Quantile statistics

Minimum	-157.94849
5-th percentile	-44.979336
Q1	77.081343
median	77.191964
Q3	77.282006
95-th percentile	77.510935
Maximum	174.83209
Range	332.78058
Interquartile range (IQR)	0.20066325

Descriptive statistics

Standard deviation	41.467058
Coefficient of variation (CV)	0.64664389
Kurtosis	8.2165863
Mean	64.126574
Median Absolute Deviation (MAD)	0.10160718
Skewness	-2.8073278
Sum	612472.91
Variance	1719.5169
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	498	5.2%
77.3536634	19	0.2%
77.2304115	12	0.1%
77.0886879	10	0.1%
77.2514264	9	0.1%
77.3535737	9	0.1%
77.3648332	8	0.1%
77.2205314	7	0.1%
77.218187	7	0.1%
77.2041824	6	0.1%
Other values (8110)	8966	93.9%

Value	Count	Frequency (%)
-157.948486	1	< 0.1%
-157.836031	1	< 0.1%
-157.831538	1	< 0.1%
-157.8312476	1	< 0.1%
-157.831176	1	< 0.1%
-157.827196	1	< 0.1%
-157.825979	1	< 0.1%
-157.822716	1	< 0.1%
-157.813432	1	< 0.1%
-156.693821	1	< 0.1%

Value	Count	Frequency (%)
174.8320893	1	< 0.1%
174.810305	1	< 0.1%
174.793257	1	< 0.1%
174.785051	1	< 0.1%
174.782427	1	< 0.1%
174.7806667	1	< 0.1%
174.780345	1	< 0.1%
174.779441	1	< 0.1%
174.7792237	1	< 0.1%
174.7791667	2	< 0.1%

Latitude
Real number (ℝ)

High correlation Zeros

Distinct	8677
Distinct (%)	90.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.854381

Minimum	-41.330428
Maximum	55.97698
Zeros	498
Zeros (%)	5.2%
Negative	203
Negative (%)	2.1%
Memory size	74.7 KiB

Quantile statistics

Minimum	-41.330428
5-th percentile	0
Q1	28.478713
median	28.570469
Q3	28.642758
95-th percentile	30.895511
Maximum	55.97698
Range	97.307408
Interquartile range (IQR)	0.1640456

Descriptive statistics

Standard deviation	11.007935
Coefficient of variation (CV)	0.42576673
Kurtosis	12.530803
Mean	25.854381
Median Absolute Deviation (MAD)	0.07656008
Skewness	-3.0816354
Sum	246935.19
Variance	121.17464
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	498	5.2%
28.5743086	16	0.2%
28.551456	9	0.1%
28.5743001	9	0.1%
28.5971027	8	0.1%
28.625445	7	0.1%
28.5503472	6	0.1%
28.56904	6	0.1%
28.55650347	5	0.1%
28.4952079	5	0.1%
Other values (8667)	8982	94.0%

Value	Count	Frequency (%)
-41.330428	1	< 0.1%
-41.296155	1	< 0.1%
-41.296107	1	< 0.1%
-41.29597	1	< 0.1%
-41.29483333	1	< 0.1%
-41.294565	1	< 0.1%
-41.294402	1	< 0.1%
-41.294234	1	< 0.1%
-41.294154	1	< 0.1%
-41.29383333	1	< 0.1%

Value	Count	Frequency (%)
55.97698	1	< 0.1%
55.976644	1	< 0.1%
55.97509722	1	< 0.1%
55.96466944	1	< 0.1%
55.957033	1	< 0.1%
55.95404	1	< 0.1%
55.95349444	1	< 0.1%
55.952221	1	< 0.1%
55.951974	1	< 0.1%
55.949637	1	< 0.1%

Cuisines
Text

Distinct	1825
Distinct (%)	19.1%
Missing	9
Missing (%)	0.1%
Memory size	74.7 KiB

Length

Max length	93
Median length	77
Mean length	19.924963
Min length	3

Characters and Unicode

Total characters	190124
Distinct characters	52
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1278 ?
Unique (%)	13.4%

Sample

1st row	French, Japanese, Desserts
2nd row	Japanese
3rd row	Seafood, Asian, Filipino, Indian
4th row	Japanese, Sushi
5th row	Japanese, Korean

Value	Count	Frequency (%)
indian	4682	16.9%
north	3969	14.4%
food	2855	10.3%
chinese	2735	9.9%
fast	1987	7.2%
mughlai	995	3.6%
italian	764	2.8%
bakery	745	2.7%
continental	736	2.7%
cafe	707	2.6%
Other values (139)	7480	27.0%

Most occurring characters

Value	Count	Frequency (%)
	18113	9.5%
n	17601	9.3%
a	16702	8.8%
e	14520	7.6%
i	13615	7.2%
t	11839	6.2%
o	11795	6.2%
,	10168	5.3%
h	9473	5.0%
r	8647	4.5%
Other values (42)	57651	30.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	134102	70.5%
Uppercase Letter	27720	14.6%
Space Separator	18113	9.5%
Other Punctuation	10168	5.3%
Dash Punctuation	19	< 0.1%
Connector Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	17601	13.1%
a	16702	12.5%
e	14520	10.8%
i	13615	10.2%
t	11839	8.8%
o	11795	8.8%
h	9473	7.1%
r	8647	6.4%
d	8166	6.1%
s	7950	5.9%
Other values (16)	13794	10.3%

Uppercase Letter

Value	Count	Frequency (%)
I	5713	20.6%
F	5002	18.0%
C	4481	16.2%
N	3988	14.4%
M	1894	6.8%
S	1729	6.2%
B	1641	5.9%
A	742	2.7%
D	669	2.4%
P	426	1.5%
Other values (12)	1435	5.2%

Space Separator

Value	Count	Frequency (%)
	18113	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	10168	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	19	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	161822	85.1%
Common	28302	14.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	17601	10.9%
a	16702	10.3%
e	14520	9.0%
i	13615	8.4%
t	11839	7.3%
o	11795	7.3%
h	9473	5.9%
r	8647	5.3%
d	8166	5.0%
s	7950	4.9%
Other values (38)	41514	25.7%

Common

Value	Count	Frequency (%)
	18113	64.0%
,	10168	35.9%
-	19	0.1%
_	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	190122	> 99.9%
None	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	18113	9.5%
n	17601	9.3%
a	16702	8.8%
e	14520	7.6%
i	13615	7.2%
t	11839	6.2%
o	11795	6.2%
,	10168	5.3%
h	9473	5.0%
r	8647	4.5%
Other values (41)	57649	30.3%

None

Value	Count	Frequency (%)
í	2	100.0%

Average Cost for two
Real number (ℝ)

Skewed

Distinct	140
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1199.2108

Minimum	0
Maximum	800000
Zeros	18
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	74.7 KiB

Quantile statistics

Minimum	0
5-th percentile	40
Q1	250
median	400
Q3	700
95-th percentile	1700
Maximum	800000
Range	800000
Interquartile range (IQR)	450

Descriptive statistics

Standard deviation	16121.183
Coefficient of variation (CV)	13.443161
Kurtosis	1495.7774
Mean	1199.2108
Median Absolute Deviation (MAD)	200
Skewness	35.477915
Sum	11453662
Variance	2.5989254 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
500	900	9.4%
300	897	9.4%
400	857	9.0%
200	687	7.2%
600	652	6.8%
250	461	4.8%
350	457	4.8%
700	403	4.2%
150	367	3.8%
100	353	3.7%
Other values (130)	3517	36.8%

Value	Count	Frequency (%)
0	18	0.2%
7	4	< 0.1%
10	128	1.3%
15	4	< 0.1%
20	25	0.3%
25	174	1.8%
30	24	0.3%
35	17	0.2%
40	115	1.2%
45	12	0.1%

Value	Count	Frequency (%)
800000	2	< 0.1%
500000	1	< 0.1%
450000	1	< 0.1%
350000	1	< 0.1%
300000	2	< 0.1%
250000	2	< 0.1%
200000	6	0.1%
165000	1	< 0.1%
150000	1	< 0.1%
120000	1	< 0.1%

Currency
Categorical

High correlation Imbalance

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

Indian Rupees(Rs.)	8652
Dollar($)	482
Pounds(£)	80
Brazilian Real(R$)	60
Emirati Diram(AED)	60
Other values (7)	217

Length

Max length	22
Median length	18
Mean length	17.385823
Min length	7

Characters and Unicode

Total characters	166052
Distinct characters	38
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Botswana Pula(P)
2nd row	Botswana Pula(P)
3rd row	Botswana Pula(P)
4th row	Botswana Pula(P)
5th row	Botswana Pula(P)

Common Values

Value	Count	Frequency (%)
Indian Rupees(Rs.)	8652	90.6%
Dollar($)	482	5.0%
Pounds(£)	80	0.8%
Brazilian Real(R$)	60	0.6%
Emirati Diram(AED)	60	0.6%
Rand(R)	60	0.6%
NewZealand($)	40	0.4%
Turkish Lira(TL)	34	0.4%
Botswana Pula(P)	22	0.2%
Indonesian Rupiah(IDR)	21	0.2%
Other values (2)	40	0.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
indian	8652	46.9%
rupees(rs	8652	46.9%
dollar	482	2.6%
pounds(£	80	0.4%
brazilian	60	0.3%
real(r	60	0.3%
emirati	60	0.3%
diram(aed	60	0.3%
rand(r	60	0.3%
newzealand	40	0.2%
Other values (11)	254	1.4%

Most occurring characters

Value	Count	Frequency (%)
n	17669	10.6%
R	17666	10.6%
e	17505	10.5%
s	17461	10.5%
a	9816	5.9%
(	9551	5.8%
)	9551	5.8%
i	9122	5.5%
	8909	5.4%
d	8853	5.3%
Other values (28)	39949	24.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	100942	60.8%
Uppercase Letter	27705	16.7%
Open Punctuation	9551	5.8%
Close Punctuation	9551	5.8%
Space Separator	8909	5.4%
Other Punctuation	8652	5.2%
Currency Symbol	662	0.4%
Control	80	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	17669	17.5%
e	17505	17.3%
s	17461	17.3%
a	9816	9.7%
i	9122	9.0%
d	8853	8.8%
u	8829	8.7%
p	8693	8.6%
l	1166	1.2%
r	770	0.8%
Other values (7)	1058	1.0%

Uppercase Letter

Value	Count	Frequency (%)
R	17666	63.8%
I	8694	31.4%
D	623	2.2%
P	124	0.4%
E	120	0.4%
L	108	0.4%
B	82	0.3%
T	68	0.2%
A	60	0.2%
N	40	0.1%
Other values (4)	120	0.4%

Currency Symbol

Value	Count	Frequency (%)
$	582	87.9%
£	80	12.1%

Open Punctuation

Value	Count	Frequency (%)
(	9551	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	9551	100.0%

Space Separator

Value	Count	Frequency (%)
	8909	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	8652	100.0%

Control

Value	Count	Frequency (%)
	80	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	128647	77.5%
Common	37405	22.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	17669	13.7%
R	17666	13.7%
e	17505	13.6%
s	17461	13.6%
a	9816	7.6%
i	9122	7.1%
d	8853	6.9%
u	8829	6.9%
I	8694	6.8%
p	8693	6.8%
Other values (21)	4339	3.4%

Common

Value	Count	Frequency (%)
(	9551	25.5%
)	9551	25.5%
	8909	23.8%
.	8652	23.1%
$	582	1.6%
	80	0.2%
£	80	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	165892	99.9%
None	160	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	17669	10.7%
R	17666	10.6%
e	17505	10.6%
s	17461	10.5%
a	9816	5.9%
(	9551	5.8%
)	9551	5.8%
i	9122	5.5%
	8909	5.4%
d	8853	5.3%
Other values (26)	39789	24.0%

None

Value	Count	Frequency (%)
	80	50.0%
£	80	50.0%

Has Table booking
Boolean

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.5 KiB

False	8393
True	1158

Value	Count	Frequency (%)
False	8393	87.9%
True	1158	12.1%

Has Online delivery
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.5 KiB

False	7100
True	2451

Value	Count	Frequency (%)
False	7100	74.3%
True	2451	25.7%

Is delivering now
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.5 KiB

False	9517
True	34

Value	Count	Frequency (%)
False	9517	99.6%
True	34	0.4%

Switch to order menu
Boolean

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.5 KiB

False	9551

Value	Count	Frequency (%)
False	9551	100.0%

Price range
Categorical

High correlation

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

1	4444
2	3113
3	1408
4	586

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	9551
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	3
3rd row	4
4th row	4
5th row	4

Common Values

Value	Count	Frequency (%)
1	4444	46.5%
2	3113	32.6%
3	1408	14.7%
4	586	6.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	4444	46.5%
2	3113	32.6%
3	1408	14.7%
4	586	6.1%

Most occurring characters

Value	Count	Frequency (%)
1	4444	46.5%
2	3113	32.6%
3	1408	14.7%
4	586	6.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9551	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	4444	46.5%
2	3113	32.6%
3	1408	14.7%
4	586	6.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	9551	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	4444	46.5%
2	3113	32.6%
3	1408	14.7%
4	586	6.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9551	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	4444	46.5%
2	3113	32.6%
3	1408	14.7%
4	586	6.1%

Aggregate rating
Real number (ℝ)

High correlation Zeros

Distinct	33
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.66637

Minimum	0
Maximum	4.9
Zeros	2148
Zeros (%)	22.5%
Negative	0
Negative (%)	0.0%
Memory size	74.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2.5
median	3.2
Q3	3.7
95-th percentile	4.3
Maximum	4.9
Range	4.9
Interquartile range (IQR)	1.2

Descriptive statistics

Standard deviation	1.5163775
Coefficient of variation (CV)	0.56870484
Kurtosis	-0.58221714
Mean	2.66637
Median Absolute Deviation (MAD)	0.5
Skewness	-0.95413047
Sum	25466.5
Variance	2.2994008
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	2148	22.5%
3.2	522	5.5%
3.1	519	5.4%
3.4	498	5.2%
3.3	483	5.1%
3.5	480	5.0%
3	468	4.9%
3.6	458	4.8%
3.7	427	4.5%
3.8	400	4.2%
Other values (23)	3148	33.0%

Value	Count	Frequency (%)
0	2148	22.5%
1.8	1	< 0.1%
1.9	2	< 0.1%
2	7	0.1%
2.1	15	0.2%
2.2	27	0.3%
2.3	47	0.5%
2.4	87	0.9%
2.5	110	1.2%
2.6	191	2.0%

Value	Count	Frequency (%)
4.9	61	0.6%
4.8	25	0.3%
4.7	42	0.4%
4.6	78	0.8%
4.5	95	1.0%
4.4	144	1.5%
4.3	174	1.8%
4.2	221	2.3%
4.1	274	2.9%
4	266	2.8%

Rating color
Categorical

High correlation

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

Orange	3737
White	2148
Yellow	2100
Green	1079
Dark Green	301

Length

Max length	10
Median length	6
Mean length	5.7297665
Min length	3

Characters and Unicode

Total characters	54725
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Dark Green
2nd row	Dark Green
3rd row	Green
4th row	Dark Green
5th row	Dark Green

Common Values

Value	Count	Frequency (%)
Orange	3737	39.1%
White	2148	22.5%
Yellow	2100	22.0%
Green	1079	11.3%
Dark Green	301	3.2%
Red	186	1.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
orange	3737	37.9%
white	2148	21.8%
yellow	2100	21.3%
green	1380	14.0%
dark	301	3.1%
red	186	1.9%

Most occurring characters

Value	Count	Frequency (%)
e	10931	20.0%
r	5418	9.9%
n	5117	9.4%
l	4200	7.7%
a	4038	7.4%
O	3737	6.8%
g	3737	6.8%
W	2148	3.9%
h	2148	3.9%
i	2148	3.9%
Other values (10)	11103	20.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	44572	81.4%
Uppercase Letter	9852	18.0%
Space Separator	301	0.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	10931	24.5%
r	5418	12.2%
n	5117	11.5%
l	4200	9.4%
a	4038	9.1%
g	3737	8.4%
h	2148	4.8%
i	2148	4.8%
t	2148	4.8%
w	2100	4.7%
Other values (3)	2587	5.8%

Uppercase Letter

Value	Count	Frequency (%)
O	3737	37.9%
W	2148	21.8%
Y	2100	21.3%
G	1380	14.0%
D	301	3.1%
R	186	1.9%

Space Separator

Value	Count	Frequency (%)
	301	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	54424	99.4%
Common	301	0.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	10931	20.1%
r	5418	10.0%
n	5117	9.4%
l	4200	7.7%
a	4038	7.4%
O	3737	6.9%
g	3737	6.9%
W	2148	3.9%
h	2148	3.9%
i	2148	3.9%
Other values (9)	10802	19.8%

Common

Value	Count	Frequency (%)
	301	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	54725	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	10931	20.0%
r	5418	9.9%
n	5117	9.4%
l	4200	7.7%
a	4038	7.4%
O	3737	6.8%
g	3737	6.8%
W	2148	3.9%
h	2148	3.9%
i	2148	3.9%
Other values (10)	11103	20.3%

Rating text
Categorical

High correlation

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.7 KiB

Average	3737
Not rated	2148
Good	2100
Very Good	1079
Excellent	301

Length

Max length	9
Median length	7
Mean length	7.0207308
Min length	4

Characters and Unicode

Total characters	67055
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Excellent
2nd row	Excellent
3rd row	Very Good
4th row	Excellent
5th row	Excellent

Common Values

Value	Count	Frequency (%)
Average	3737	39.1%
Not rated	2148	22.5%
Good	2100	22.0%
Very Good	1079	11.3%
Excellent	301	3.2%
Poor	186	1.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
average	3737	29.2%
good	3179	24.9%
not	2148	16.8%
rated	2148	16.8%
very	1079	8.4%
excellent	301	2.4%
poor	186	1.5%

Most occurring characters

Value	Count	Frequency (%)
e	11303	16.9%
o	8878	13.2%
r	7150	10.7%
a	5885	8.8%
d	5327	7.9%
t	4597	6.9%
v	3737	5.6%
A	3737	5.6%
g	3737	5.6%
	3227	4.8%
Other values (10)	9477	14.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	53198	79.3%
Uppercase Letter	10630	15.9%
Space Separator	3227	4.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	11303	21.2%
o	8878	16.7%
r	7150	13.4%
a	5885	11.1%
d	5327	10.0%
t	4597	8.6%
v	3737	7.0%
g	3737	7.0%
y	1079	2.0%
l	602	1.1%
Other values (3)	903	1.7%

Uppercase Letter

Value	Count	Frequency (%)
A	3737	35.2%
G	3179	29.9%
N	2148	20.2%
V	1079	10.2%
E	301	2.8%
P	186	1.7%

Space Separator

Value	Count	Frequency (%)
	3227	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	63828	95.2%
Common	3227	4.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	11303	17.7%
o	8878	13.9%
r	7150	11.2%
a	5885	9.2%
d	5327	8.3%
t	4597	7.2%
v	3737	5.9%
A	3737	5.9%
g	3737	5.9%
G	3179	5.0%
Other values (9)	6298	9.9%

Common

Value	Count	Frequency (%)
	3227	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	67055	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	11303	16.9%
o	8878	13.2%
r	7150	10.7%
a	5885	8.8%
d	5327	7.9%
t	4597	6.9%
v	3737	5.6%
A	3737	5.6%
g	3737	5.6%
	3227	4.8%
Other values (10)	9477	14.1%

Votes
Real number (ℝ)

High correlation Zeros

Distinct	1012
Distinct (%)	10.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	156.90975

Minimum	0
Maximum	10934
Zeros	1094
Zeros (%)	11.5%
Negative	0
Negative (%)	0.0%
Memory size	74.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	31
Q3	131
95-th percentile	699
Maximum	10934
Range	10934
Interquartile range (IQR)	126

Descriptive statistics

Standard deviation	430.16915
Coefficient of variation (CV)	2.7415068
Kurtosis	128.22597
Mean	156.90975
Median Absolute Deviation (MAD)	30
Skewness	8.8076367
Sum	1498645
Variance	185045.49
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1094	11.5%
1	483	5.1%
2	327	3.4%
3	244	2.6%
4	207	2.2%
7	168	1.8%
5	164	1.7%
6	154	1.6%
10	135	1.4%
8	134	1.4%
Other values (1002)	6441	67.4%

Value	Count	Frequency (%)
0	1094	11.5%
1	483	5.1%
2	327	3.4%
3	244	2.6%
4	207	2.2%
5	164	1.7%
6	154	1.6%
7	168	1.8%
8	134	1.4%
9	113	1.2%

Value	Count	Frequency (%)
10934	1	< 0.1%
9667	1	< 0.1%
7931	1	< 0.1%
7574	1	< 0.1%
6907	1	< 0.1%
5966	1	< 0.1%
5705	1	< 0.1%
5434	1	< 0.1%
5385	1	< 0.1%
5288	1	< 0.1%

Interactions

Correlations

	Aggregate rating	Average Cost for two	Country Code	Currency	Has Online delivery	Has Table booking	Is delivering now	Latitude	Longitude	Price range	Rating color	Rating text	Restaurant ID	Votes
Aggregate rating	1.000	0.220	0.393	0.197	0.305	0.209	0.030	-0.056	-0.139	0.317	1.000	1.000	-0.244	0.846
Average Cost for two	0.220	1.000	-0.401	0.367	0.000	0.000	0.000	-0.219	0.170	0.058	0.060	0.060	-0.182	0.346
Country Code	0.393	-0.401	1.000	0.972	0.162	0.089	0.000	0.094	-0.344	0.228	0.227	0.227	0.052	0.308
Currency	0.197	0.367	0.972	1.000	0.182	0.130	0.000	0.685	0.736	0.237	0.234	0.234	0.458	0.023
Has Online delivery	0.305	0.000	0.162	0.182	1.000	0.100	0.099	0.207	0.223	0.274	0.304	0.304	0.169	0.030
Has Table booking	0.209	0.000	0.089	0.130	0.100	1.000	0.010	0.103	0.129	0.543	0.208	0.208	0.141	0.134
Is delivering now	0.030	0.000	0.000	0.000	0.099	0.010	1.000	0.000	0.000	0.037	0.032	0.032	0.000	0.000
Latitude	-0.056	-0.219	0.094	0.685	0.207	0.103	0.000	1.000	0.029	0.246	0.246	0.246	-0.115	-0.018
Longitude	-0.139	0.170	-0.344	0.736	0.223	0.129	0.000	0.029	1.000	0.214	0.238	0.238	-0.055	-0.079
Price range	0.317	0.058	0.228	0.237	0.274	0.543	0.037	0.246	0.214	1.000	0.316	0.316	0.213	0.133
Rating color	1.000	0.060	0.227	0.234	0.304	0.208	0.032	0.246	0.238	0.316	1.000	1.000	0.267	0.150
Rating text	1.000	0.060	0.227	0.234	0.304	0.208	0.032	0.246	0.238	0.316	1.000	1.000	0.267	0.150
Restaurant ID	-0.244	-0.182	0.052	0.458	0.169	0.141	0.000	-0.115	-0.055	0.213	0.267	0.267	1.000	-0.476
Votes	0.846	0.346	0.308	0.023	0.030	0.134	0.000	-0.018	-0.079	0.133	0.150	0.150	-0.476	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	Restaurant ID	Restaurant Name	Country Code	City	Address	Locality	Locality Verbose	Longitude	Latitude	Cuisines	Average Cost for two	Currency	Has Table booking	Has Online delivery	Is delivering now	Switch to order menu	Price range	Aggregate rating	Rating color	Rating text	Votes
0	6317637	Le Petit Souffle	162	Makati City	Third Floor, Century City Mall, Kalayaan Avenue, Poblacion, Makati City	Century City Mall, Poblacion, Makati City	Century City Mall, Poblacion, Makati City, Makati City	121.027535	14.565443	French, Japanese, Desserts	1100	Botswana Pula(P)	Yes	No	No	No	3	4.8	Dark Green	Excellent	314
1	6304287	Izakaya Kikufuji	162	Makati City	Little Tokyo, 2277 Chino Roces Avenue, Legaspi Village, Makati City	Little Tokyo, Legaspi Village, Makati City	Little Tokyo, Legaspi Village, Makati City, Makati City	121.014101	14.553708	Japanese	1200	Botswana Pula(P)	Yes	No	No	No	3	4.5	Dark Green	Excellent	591
2	6300002	Heat - Edsa Shangri-La	162	Mandaluyong City	Edsa Shangri-La, 1 Garden Way, Ortigas, Mandaluyong City	Edsa Shangri-La, Ortigas, Mandaluyong City	Edsa Shangri-La, Ortigas, Mandaluyong City, Mandaluyong City	121.056831	14.581404	Seafood, Asian, Filipino, Indian	4000	Botswana Pula(P)	Yes	No	No	No	4	4.4	Green	Very Good	270
3	6318506	Ooma	162	Mandaluyong City	Third Floor, Mega Fashion Hall, SM Megamall, Ortigas, Mandaluyong City	SM Megamall, Ortigas, Mandaluyong City	SM Megamall, Ortigas, Mandaluyong City, Mandaluyong City	121.056475	14.585318	Japanese, Sushi	1500	Botswana Pula(P)	No	No	No	No	4	4.9	Dark Green	Excellent	365
4	6314302	Sambo Kojin	162	Mandaluyong City	Third Floor, Mega Atrium, SM Megamall, Ortigas, Mandaluyong City	SM Megamall, Ortigas, Mandaluyong City	SM Megamall, Ortigas, Mandaluyong City, Mandaluyong City	121.057508	14.584450	Japanese, Korean	1500	Botswana Pula(P)	Yes	No	No	No	4	4.8	Dark Green	Excellent	229
5	18189371	Din Tai Fung	162	Mandaluyong City	Ground Floor, Mega Fashion Hall, SM Megamall, Ortigas, Mandaluyong City	SM Megamall, Ortigas, Mandaluyong City	SM Megamall, Ortigas, Mandaluyong City, Mandaluyong City	121.056314	14.583764	Chinese	1000	Botswana Pula(P)	No	No	No	No	3	4.4	Green	Very Good	336
6	6300781	Buffet 101	162	Pasay City	Building K, SM By The Bay, Sunset Boulevard, Mall of Asia Complex (MOA), Pasay City	SM by the Bay, Mall of Asia Complex, Pasay City	SM by the Bay, Mall of Asia Complex, Pasay City, Pasay City	120.979667	14.531333	Asian, European	2000	Botswana Pula(P)	Yes	No	No	No	4	4.0	Green	Very Good	520
7	6301290	Vikings	162	Pasay City	Building B, By The Bay, Seaside Boulevard, Mall of Asia Complex (MOA), Pasay City	SM by the Bay, Mall of Asia Complex, Pasay City	SM by the Bay, Mall of Asia Complex, Pasay City, Pasay City	120.979333	14.540000	Seafood, Filipino, Asian, European	2000	Botswana Pula(P)	Yes	No	No	No	4	4.2	Green	Very Good	677
8	6300010	Spiral - Sofitel Philippine Plaza Manila	162	Pasay City	Plaza Level, Sofitel Philippine Plaza Manila, CCP Complex, Pasay City	Sofitel Philippine Plaza Manila, Pasay City	Sofitel Philippine Plaza Manila, Pasay City, Pasay City	120.980090	14.552990	European, Asian, Indian	6000	Botswana Pula(P)	Yes	No	No	No	4	4.9	Dark Green	Excellent	621
9	6314987	Locavore	162	Pasig City	Brixton Technology Center, 10 Brixton Street, Kapitolyo, Pasig City	Kapitolyo	Kapitolyo, Pasig City	121.056532	14.572041	Filipino	1100	Botswana Pula(P)	Yes	No	No	No	3	4.8	Dark Green	Excellent	532

	Restaurant ID	Restaurant Name	Country Code	City	Address	Locality	Locality Verbose	Longitude	Latitude	Cuisines	Average Cost for two	Currency	Has Table booking	Has Online delivery	Is delivering now	Switch to order menu	Price range	Aggregate rating	Rating color	Rating text	Votes
9541	5905215	Emirgan Sí_tiô	208	ÛÁstanbul	Emirgan Mahallesi, SakÛ±p SabancÛ± Caddesi, No 46, SarÛ±yer, ÛÁstanbul	Emirgí¢n	Emirgí¢n, ÛÁstanbul	29.056620	41.104969	Restaurant Cafe, Turkish, Desserts	75	Turkish Lira(TL)	No	No	No	No	3	4.2	Green	Very Good	877
9542	5926979	Leman Kí_ltí_r	208	ÛÁstanbul	CaferaÛôa Mahallesi, Neôet í_mer Sokak, No 9/A, KadÛ±kí_y, ÛÁstanbul	KadÛ±kí_y Merkez	KadÛ±kí_y Merkez, ÛÁstanbul	29.022805	40.989705	Restaurant Cafe	80	Turkish Lira(TL)	No	No	No	No	3	3.7	Yellow	Good	506
9543	5916085	Dem Karakí_y	208	ÛÁstanbul	Kemankeô Karamustafa Paôa Mahallesi, Hoca Tahsin Sokak, No 17, BeyoÛôlu, ÛÁstanbul	Karakí_y	Karakí_y, ÛÁstanbul	28.978237	41.024633	Cafe	35	Turkish Lira(TL)	No	No	No	No	2	4.5	Dark Green	Excellent	761
9544	5915547	Karakí_y Gí_llí_oÛôlu	208	ÛÁstanbul	Kemankeô Karamustafa Paôa Mahallesi, RÛ±htÛ±m Caddesi, KatlÛ± Otopark AltÛ±, No 4, BeyoÛôlu, ÛÁstanbul	Karakí_y	Karakí_y, ÛÁstanbul	28.977636	41.022904	Desserts, Bí_rek	40	Turkish Lira(TL)	No	No	No	No	2	4.7	Dark Green	Excellent	1305
9545	5915054	Baltazar	208	ÛÁstanbul	Kemankeô Karamustafa Paôa Mahallesi, KÛ±lÛ±í_ Ali Paôa Mescidi Sokak, No 12/A, BeyoÛôlu, ÛÁstanbul	Karakí_y	Karakí_y, ÛÁstanbul	28.981103	41.025785	Burger, Izgara	90	Turkish Lira(TL)	No	No	No	No	3	4.3	Green	Very Good	870
9546	5915730	NamlÛ± Gurme	208	ÛÁstanbul	Kemankeô Karamustafa Paôa Mahallesi, RÛ±htÛ±m Caddesi, No 1/1, KatlÛ± Otopark AltÛ±, BeyoÛôlu, ÛÁstanbul	Karakí_y	Karakí_y, ÛÁstanbul	28.977392	41.022793	Turkish	80	Turkish Lira(TL)	No	No	No	No	3	4.1	Green	Very Good	788
9547	5908749	Ceviz AÛôacÛ±	208	ÛÁstanbul	Koôuyolu Mahallesi, Muhittin íìstí_ndaÛô Caddesi, No 85, KadÛ±kí_y, ÛÁstanbul	Koôuyolu	Koôuyolu, ÛÁstanbul	29.041297	41.009847	World Cuisine, Patisserie, Cafe	105	Turkish Lira(TL)	No	No	No	No	3	4.2	Green	Very Good	1034
9548	5915807	Huqqa	208	ÛÁstanbul	Kuruí_eôme Mahallesi, Muallim Naci Caddesi, No 56, Beôiktaô, ÛÁstanbul	Kuruí_eôme	Kuruí_eôme, ÛÁstanbul	29.034640	41.055817	Italian, World Cuisine	170	Turkish Lira(TL)	No	No	No	No	4	3.7	Yellow	Good	661
9549	5916112	Aôôk Kahve	208	ÛÁstanbul	Kuruí_eôme Mahallesi, Muallim Naci Caddesi, No 64/B, Beôiktaô, ÛÁstanbul	Kuruí_eôme	Kuruí_eôme, ÛÁstanbul	29.036019	41.057979	Restaurant Cafe	120	Turkish Lira(TL)	No	No	No	No	4	4.0	Green	Very Good	901
9550	5927402	Walter's Coffee Roastery	208	ÛÁstanbul	CafeaÛôa Mahallesi, BademaltÛ± Sokak, No 21/B, KadÛ±kí_y, ÛÁstanbul	Moda	Moda, ÛÁstanbul	29.026016	40.984776	Cafe	55	Turkish Lira(TL)	No	No	No	No	2	4.0	Green	Very Good	591

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Control

Currency Symbol

Math Symbol

Open Punctuation

Close Punctuation

Space Separator

Dash Punctuation

Other Symbol

Connector Punctuation

Final Punctuation

Initial Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Other Punctuation

Currency Symbol

Connector Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Control

Currency Symbol

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Connector Punctuation

Math Symbol

Other Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Control

Currency Symbol

Space Separator